Crate ruvector_scipix 

Ruvector-Scipix

A high-performance Rust implementation of Scipix OCR for mathematical expressions and equations. Built on top of ruvector-core for efficient vector-based caching and similarity search.

Features

• Mathematical OCR: Extract LaTeX from images of equations
• Vector Caching: Intelligent caching using image embeddings
• Multiple Formats: Support for LaTeX, MathML, AsciiMath
• High Performance: Parallel processing and efficient caching
• Configurable: Extensive configuration options via TOML or API

Quick Start

use ruvector_scipix::{Config, OcrEngine, Result};

#[tokio::main]
async fn main() -> Result<()> {
    // Load configuration
    let config = Config::from_file("scipix.toml")?;

    // Create OCR engine
    let engine = OcrEngine::new(config).await?;

    // Process image
    let result = engine.process_image("equation.png").await?;
    println!("LaTeX: {}", result.latex);

    Ok(())
}

Architecture

• config: Configuration management with TOML support
• error: Comprehensive error types with context
• math: LaTeX and mathematical format handling
• ocr: Core OCR processing engine
• output: Output formatting and serialization
• preprocess: Image preprocessing pipeline
• cache: Vector-based intelligent caching

Re-exports

pub use config::Config;

pub use config::OcrConfig;

pub use config::ModelConfig;

pub use config::PreprocessConfig;

pub use config::OutputConfig;

pub use config::PerformanceConfig;

pub use config::CacheConfig;

pub use error::ScipixError;

pub use error::Result;

pub use cli::Cli;

pub use cli::Commands;

pub use api::ApiServer;

pub use api::state::AppState;

pub use cache::CacheManager;

Modules

api

cache

Vector-based intelligent caching for Scipix OCR results

cli

config

Configuration system for Ruvector-Scipix

error

Error types for Ruvector-Scipix

optimize

Performance optimization utilities for scipix OCR

output

Output formatting module for Scipix OCR results

preprocess

Image preprocessing module for OCR pipeline

Constants

VERSION

Library version

Functions

default_config

Default configuration preset

high_accuracy_config

High-accuracy configuration preset

high_speed_config

High-speed configuration preset